Upload Date | August 27 2024 10:00 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-F9160 |
Model ID | samsung SM-F9160 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.09 GHz |
Memory Information | |
---|---|
Size | 10.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
435
46.6 IPS |
|
Image Classification (F16)
|
100% |
366
39.2 IPS |
|
Image Classification (I8)
|
81% |
201
21.6 IPS |
|
Image Segmentation (F32)
|
100% |
632
3.91 IPS |
|
Image Segmentation (F16)
|
100% |
611
3.77 IPS |
|
Image Segmentation (I8)
|
89% |
871
5.38 IPS |
|
Pose Estimation (F32)
|
100% |
266
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
274
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
243
0.98 IPS |
|
Object Detection (F32)
|
100% |
442
15.5 IPS |
|
Object Detection (F16)
|
100% |
457
16.1 IPS |
|
Object Detection (I8)
|
52% |
392
13.7 IPS |
|
Face Detection (F32)
|
100% |
573
6.58 IPS |
|
Face Detection (F16)
|
100% |
631
7.24 IPS |
|
Face Detection (I8)
|
75% |
552
6.34 IPS |
|
Text Classification (F32)
|
100% |
360
142.4 IPS |
|
Text Classification (F16)
|
100% |
353
139.7 IPS |
|
Machine Translation (F32)
|
100% |
593
91.4 IPS |
|
Machine Translation (F16)
|
100% |
592
91.2 IPS |